Collateral in the era of global pandemic
19 November 2020
CME鈥檚 Neil Murphy unpicks how the outbreak of COVID-19 caused a perfect storm of disruption for collateral managers
Image: Neil Murphy
Collateral managers 鈥� similar to their colleagues in risk management 鈥� prefer calm and certainty.聽Within their remit they will often be responsible for validation of large data sets and managing a number of time-sensitive tasks targetted at minimising counterparty risk. To manage this responsibility their daily checklist will likely include tasks that help them answer the following questions:
鈥⒙燚o we have an accurate record of all our trades?
鈥� Are the trades valued correctly?
鈥� Do our collateral valuations reflect the latest security prices and haircuts?
鈥� Have we made all our margin calls on time?
鈥� Is the collateral proposed by counterparties eligible?
鈥� What is the optimal collateral to pledge to each counterparty?
鈥� Has the correct collateral been received by our custodian?
鈥� What is the cause of any margin call disputes?
In the early weeks of 2020, news of the COVID-19 outbreak was very much a problem far from key over-the-counter (OTC) markets, and disruption was minimal. Collateral managers remained calm (and perhaps even unaware).聽However, by late February the picture was beginning to change. With infections spreading quickly across the globe markets saw a steep increase in uncertainty.聽And with uncertainty came widespread market volatility, an increase in credit spreads and falling asset prices. Any of these items on their own would typically create a knock-on impact for collateral managers; an increase in average margin call size, higher call volumes and potentially larger disputes. None of which would be helpful for a collateral manager trying to remain calm.聽
Bad news for collateral managers
By mid-March any semblance of serenity was out the window for collateral managers. As global infection numbers continued to rise, stock markets experienced record falls, yields on US treasuries fell to their lowest in history and oil prices declined at a rate not seen in 30 years. Now, more than ever, the role of a collateral manager was critical.聽
The daily tasks at hand don鈥檛 change for a collateral manager during periods of volatility 鈥� they simply increase in both volume and importance.聽Added to an increased workload, many firms would also have had to factor in an increased focus on deadlines and settlement failures. Throw in unprecedented working conditions and you get a perfect storm.聽
How big a problem?
TriOptima鈥檚 network services 鈥� which are used by more than 230 firms to calculate and exchange both variation and initial margin calls, and by more than 2,000 parties to reconcile approximately 90 percent of all OTC trades 鈥� provide an ideal tool to observe the breadth and impact of market disruption.聽Viewed through this wider lens the impact on collateral managers was significant.
Since the onset of COVID-19 and associated market disruption, TriOptima has observed record volumes of both margin call activity and portfolio reconciliation.聽Average daily margin call volumes seen in triResolve Margin nearly doubled during March from the previous month (which were already trending above average).聽Added to this, the triResolve portfolio reconciliation service saw record trade volumes and sizable variation in MTM numbers, both key drivers of margin call disputes. And, while spikes in margin call volumes can cause consternation to the collateral manager tasked with managing the margin call lifecycle, far more stress comes from an increase in disputes.聽
Not only do these create additional workload, but these are also pointers to increased risk.聽A trade 鈥榖reak鈥� or a margin call discrepancy potentially indicate uncollateralised credit risk and, like the virus itself, market contagion was a very real risk during this period.聽While the market was fortunate not to see the widespread failure of firms during this period, the sizable increase in key metrics created new levels of stress for those tasked with managing collateral and reconciliations.聽
Analysis of triResolve Margin activity during the period of March 2020 points to a 76 percent increase in the average number of margin calls, however, looking at the value of margin calls we saw an increase of more than 200 percent.聽As figure one shows, a deeper dive into the data indicates we should perhaps sympathise with the collateral managers working at investment management firms 鈥� who had to manage the steepest increases across the board; margin call volumes (80 percent), margin call value (332 percent).
Business continuity challenges
Unprecedented market turmoil is bad enough but having to manage this while firms simultaneously enacted their business continuity plans, added a new dimension to the challenge facing collateral managers.聽With numerous operational steps in the margin call lifecycle, this typically requires collateral managers to access multiple platforms, from front office to payments systems.聽For those firms not able to access all the required systems remotely this required some staff to be physically present in the office in order to keep the wheels turning. In contrast, those firms with web-based systems simply required their staff to have an internet connection at home.聽
Firms don鈥檛 like to shout it loudly, but Excel is still widely used by many firms as a core part of their collateral system.聽For those firms still reliant on manual tools such as spreadsheets or email, they were further hamstrung.聽Unable to respond easily to the increase in margin call volumes they were forced to rely on staff working longer hours.聽Something already a challenge as many staff juggled working from home with family duties. One collateral manager at a large UK hedge fund, dependent on a manual Excel-based approach, described this period as 鈥渁 complete nightmare, with margin call volumes increased by five-fold鈥�.聽
In contrast, while we observe triResolve Margin users processing record margin call volumes, we note that they were able to do so inside their normal business hours and within the time constraints documented in their legal agreements.聽Commenting on the period of market turmoil, a spokesperson for Leonteq 网爆吃瓜 noted:聽鈥漈he聽record volatility levels resulted in margin activity across most of our collateral agreements simultaneously.聽The use of triResolve Margin鈥檚 automated margin call workflow allowed for sufficient capacity for Leonteq鈥檚 collateral managers to focus on key controls.鈥�
The ability for our clients to easily cope with the unprecedented volatility isn鈥檛 explained simply because triResolve Margin is web-based. Although many users commented this certainly made things easier for them.聽The operational edge that served users so well during this period came from the combination of a web-based platform and a highly automated workflow.聽This allowed clients to both send and receive calls, as well as investigate differences in a fully automated way.聽So, as volatility caused volumes to increase, users weren鈥檛 sinking under a need to manually process each margin call or investigate each dispute.聽Instead, system auto-rules added the required muscle, supplementing the role performed manually at so many firms.聽
And while auto-rules were widely used by triResolve Margin clients prior to the recent period of market disruption, one knock-on has been an increase in their uptake during recent months.聽In fact, as the crisis ramped up, our team of client managers worked directly with clients to help them quickly activate auto-rules so as to best cope with volumes as they increased from day to day.聽One client, an international energy firm, moved to adopt auto-rules across their entire portfolio of collateral agreements; allowing both incoming & outgoing margin calls to be completely managed by the system, and alerting the Collateral Manager events which required further analysis & approval.聽
TriOptima analysis of the duration to manage this firm鈥檚 entire set of incoming margin calls 鈥撀爉easuring time from calls being received to completion of the collateral pledge process聽鈥� shows the total time required to complete calls fell from several hours to fewer than 60 seconds.聽While the associated manual touch-points for the user fell to zero.
A future vision for collateral
Investigation into, and lessons learned, from the COVID-19 outbreak may be lengthy and painful for governments worldwide. In contrast, the shortcomings faced by some collateral managers were hiding in plain sight.
Over-reliance on legacy technology, a near absence of automation at some firms, a lack of investment in keeping up-to-date with industry best practice and short-termism that sees people thrown at inefficient processes rather than strategic fixes are among the key聽lessons to be learned.聽With the twin stresses of volatility and reduced capacity continuing, firms are looking at a 鈥榥ew normal鈥�.聽
To best cope, firms should quickly consider moving to update their technology to take advantage of new web-based tools which allow for easy remote access and system interoperability.聽
Firms should seek to implement high levels of automation, not simply to streamline the processing of margin calls but to achieve optimal risk mitigation.聽This means a cohesive and integrated approach to both collateral management and portfolio reconciliation, where disputes can be quickly identified and pro-actively resolved.
Figure 1 Monthly % increase in key margin metrics, by sector (February-March 2020); Source: TriOptima
鈥⒙燚o we have an accurate record of all our trades?
鈥� Are the trades valued correctly?
鈥� Do our collateral valuations reflect the latest security prices and haircuts?
鈥� Have we made all our margin calls on time?
鈥� Is the collateral proposed by counterparties eligible?
鈥� What is the optimal collateral to pledge to each counterparty?
鈥� Has the correct collateral been received by our custodian?
鈥� What is the cause of any margin call disputes?
In the early weeks of 2020, news of the COVID-19 outbreak was very much a problem far from key over-the-counter (OTC) markets, and disruption was minimal. Collateral managers remained calm (and perhaps even unaware).聽However, by late February the picture was beginning to change. With infections spreading quickly across the globe markets saw a steep increase in uncertainty.聽And with uncertainty came widespread market volatility, an increase in credit spreads and falling asset prices. Any of these items on their own would typically create a knock-on impact for collateral managers; an increase in average margin call size, higher call volumes and potentially larger disputes. None of which would be helpful for a collateral manager trying to remain calm.聽
Bad news for collateral managers
By mid-March any semblance of serenity was out the window for collateral managers. As global infection numbers continued to rise, stock markets experienced record falls, yields on US treasuries fell to their lowest in history and oil prices declined at a rate not seen in 30 years. Now, more than ever, the role of a collateral manager was critical.聽
The daily tasks at hand don鈥檛 change for a collateral manager during periods of volatility 鈥� they simply increase in both volume and importance.聽Added to an increased workload, many firms would also have had to factor in an increased focus on deadlines and settlement failures. Throw in unprecedented working conditions and you get a perfect storm.聽
How big a problem?
TriOptima鈥檚 network services 鈥� which are used by more than 230 firms to calculate and exchange both variation and initial margin calls, and by more than 2,000 parties to reconcile approximately 90 percent of all OTC trades 鈥� provide an ideal tool to observe the breadth and impact of market disruption.聽Viewed through this wider lens the impact on collateral managers was significant.
Since the onset of COVID-19 and associated market disruption, TriOptima has observed record volumes of both margin call activity and portfolio reconciliation.聽Average daily margin call volumes seen in triResolve Margin nearly doubled during March from the previous month (which were already trending above average).聽Added to this, the triResolve portfolio reconciliation service saw record trade volumes and sizable variation in MTM numbers, both key drivers of margin call disputes. And, while spikes in margin call volumes can cause consternation to the collateral manager tasked with managing the margin call lifecycle, far more stress comes from an increase in disputes.聽
Not only do these create additional workload, but these are also pointers to increased risk.聽A trade 鈥榖reak鈥� or a margin call discrepancy potentially indicate uncollateralised credit risk and, like the virus itself, market contagion was a very real risk during this period.聽While the market was fortunate not to see the widespread failure of firms during this period, the sizable increase in key metrics created new levels of stress for those tasked with managing collateral and reconciliations.聽
Analysis of triResolve Margin activity during the period of March 2020 points to a 76 percent increase in the average number of margin calls, however, looking at the value of margin calls we saw an increase of more than 200 percent.聽As figure one shows, a deeper dive into the data indicates we should perhaps sympathise with the collateral managers working at investment management firms 鈥� who had to manage the steepest increases across the board; margin call volumes (80 percent), margin call value (332 percent).
Business continuity challenges
Unprecedented market turmoil is bad enough but having to manage this while firms simultaneously enacted their business continuity plans, added a new dimension to the challenge facing collateral managers.聽With numerous operational steps in the margin call lifecycle, this typically requires collateral managers to access multiple platforms, from front office to payments systems.聽For those firms not able to access all the required systems remotely this required some staff to be physically present in the office in order to keep the wheels turning. In contrast, those firms with web-based systems simply required their staff to have an internet connection at home.聽
Firms don鈥檛 like to shout it loudly, but Excel is still widely used by many firms as a core part of their collateral system.聽For those firms still reliant on manual tools such as spreadsheets or email, they were further hamstrung.聽Unable to respond easily to the increase in margin call volumes they were forced to rely on staff working longer hours.聽Something already a challenge as many staff juggled working from home with family duties. One collateral manager at a large UK hedge fund, dependent on a manual Excel-based approach, described this period as 鈥渁 complete nightmare, with margin call volumes increased by five-fold鈥�.聽
In contrast, while we observe triResolve Margin users processing record margin call volumes, we note that they were able to do so inside their normal business hours and within the time constraints documented in their legal agreements.聽Commenting on the period of market turmoil, a spokesperson for Leonteq 网爆吃瓜 noted:聽鈥漈he聽record volatility levels resulted in margin activity across most of our collateral agreements simultaneously.聽The use of triResolve Margin鈥檚 automated margin call workflow allowed for sufficient capacity for Leonteq鈥檚 collateral managers to focus on key controls.鈥�
The ability for our clients to easily cope with the unprecedented volatility isn鈥檛 explained simply because triResolve Margin is web-based. Although many users commented this certainly made things easier for them.聽The operational edge that served users so well during this period came from the combination of a web-based platform and a highly automated workflow.聽This allowed clients to both send and receive calls, as well as investigate differences in a fully automated way.聽So, as volatility caused volumes to increase, users weren鈥檛 sinking under a need to manually process each margin call or investigate each dispute.聽Instead, system auto-rules added the required muscle, supplementing the role performed manually at so many firms.聽
And while auto-rules were widely used by triResolve Margin clients prior to the recent period of market disruption, one knock-on has been an increase in their uptake during recent months.聽In fact, as the crisis ramped up, our team of client managers worked directly with clients to help them quickly activate auto-rules so as to best cope with volumes as they increased from day to day.聽One client, an international energy firm, moved to adopt auto-rules across their entire portfolio of collateral agreements; allowing both incoming & outgoing margin calls to be completely managed by the system, and alerting the Collateral Manager events which required further analysis & approval.聽
TriOptima analysis of the duration to manage this firm鈥檚 entire set of incoming margin calls 鈥撀爉easuring time from calls being received to completion of the collateral pledge process聽鈥� shows the total time required to complete calls fell from several hours to fewer than 60 seconds.聽While the associated manual touch-points for the user fell to zero.
A future vision for collateral
Investigation into, and lessons learned, from the COVID-19 outbreak may be lengthy and painful for governments worldwide. In contrast, the shortcomings faced by some collateral managers were hiding in plain sight.
Over-reliance on legacy technology, a near absence of automation at some firms, a lack of investment in keeping up-to-date with industry best practice and short-termism that sees people thrown at inefficient processes rather than strategic fixes are among the key聽lessons to be learned.聽With the twin stresses of volatility and reduced capacity continuing, firms are looking at a 鈥榥ew normal鈥�.聽
To best cope, firms should quickly consider moving to update their technology to take advantage of new web-based tools which allow for easy remote access and system interoperability.聽
Firms should seek to implement high levels of automation, not simply to streamline the processing of margin calls but to achieve optimal risk mitigation.聽This means a cohesive and integrated approach to both collateral management and portfolio reconciliation, where disputes can be quickly identified and pro-actively resolved.
Figure 1 Monthly % increase in key margin metrics, by sector (February-March 2020); Source: TriOptima
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